New Generation AI Accelerator with 10 TOPS/W Power Efficiency Delivers AI Inference Performance of up to 80 TOPS Without Cooling Fan
Renesas Electronics Corporation, a premier supplier of advanced semiconductor solutions, has expanded its popular RZ Family of microprocessors (MPUs) with a new device targeting high-performance robotics applications.
Offering the highest levels of performance within the family, the RZ/V2H enables both vision AI and real-time control capabilities.
The device comes with a new generation of Renesas proprietary AI accelerator, DRP (Dynamically Reconfigurable Processor)-AI3, delivering 10 TOPS/W power efficiency, an impressive 10-fold improvement over previous models. Additionally, pruning technology employed in the DRP-AI3 accelerator significantly improves AI computing efficiency, boosting AI inference performance up to 80 TOPS. This performance boost allows engineers to process vision AI applications directly at edge AI devices without relying on cloud computing platforms. The details of the new DRP-AI3 acceleration technology were recently presented at the International Solid-State Circuits Conference (ISSCC 2024) in San Francisco.
The RZ/V2H incorporates four Arm® Cortex®-A55 CPU cores with a maximum operating frequency of 1.8 GHz for Linux application processing, two Cortex-R8 cores running at 800 MHz for high-performance real-time processing, and one Cortex-M33 as a sub core. By integrating these cores into a single chip, the device can effectively manage both vision AI and real-time control tasks, making it ideal for demanding robotics applications of the future. Since the RZ/V2H consumes less power, it eliminates the need for cooling fans and other heat-dissipating components. This means engineers can design systems that are smaller in size, less expensive, and more reliable.
“As a market leader in motor control microprocessors, Renesas is ready to take on the next challenge to drive the advancement of the robotics market with AI technology,” said Daryl Khoo, Vice President of the Embedded Processing 1st Business Division at Renesas. “The RZ/V2H will facilitate the development of next-generation autonomous robots with vision AI capabilities, that have the ability to think independently and control movements in real time.”
Renesas has applied its proprietary DRP technology to develop the OpenCV Accelerator that speeds up the processing of OpenCV, an open-source industry standard library for computer vision processing. The resulting speed improvement is up to 16 times faster compared to CPU processing. The combination of the DRP-AI3 and the OpenCV Accelerator enhances both AI computing and image processing algorithms, enabling the power-efficient, real-time execution of Visual SLAM(Note 1) used in applications such as robot vacuum cleaners.
To accelerate development, Renesas also released AI Applications, a library of pre-trained models for various use cases, and the AI SDK (Software Development Kit) for rapid development of AI applications. By running these software on the RZ/V2H’s evaluation board, engineers can evaluate AI applications easily and earlier in the design process, even if they do not have extensive knowledge of AI.
“We are thrilled to be part of the launch of the RZ/V2H, which combines AI technology with real-time control,” says Rolf Segger, founder of SEGGER Microcontroller GmbH. “SEGGER’s J-Link debug probe, widely adopted by numerous embedded development projects globally, will provide the support needed for the RZ/V2H, helping accelerate the development of next-generation robotic innovations. We look forward to this next phase in our multi-decade long partnership with Renesas.”
SOURCE: BusinessWire
